Fast Functions for Liu Regression with Regularization Parameter
and Statistics
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Documentation for package ‘fastliu’ version 1.0
Help Pages
| coef.liureg | Extract coefficient estimates from a liureg object |
| covliu | Covariance matrix based on a fitted liureg object. |
| diagHliu | Diagonal Elements of the Hat Matrix |
| hatliu | Hat matrix of Liu Regression |
| Hitters | Hitters |
| infoliu | Information Criteria for Liu Regression |
| lamest | Computation of Liu Tuning Parameter |
| liureg | Fit a Liu Regression Coefficients Path |
| plot.liureg | Plot method for liureg objects |
| predict.liureg | Predict method for liureg objects |
| pressliu | Predicted Residual Sum of Squares (PRESS) |
| print.liureg | Print method for liureg objects |
| print.statliu | Print Method for Liu Regression Statistics |
| residuals.liureg | Liu Regression Residuals |
| statliu | Liu Regression Statistics |
| summary.liureg | Summarizing Liu Regression Fit |